Integrate Amazon Bedrock Agents with Slack
In this post, we present a solution to incorporate Amazon Bedrock Agents in your Slack workspace. We guide you through configuring a Slack workspace, deploying integration components in Amazon Web…
Technical How-to
Set up a custom plugin on Amazon Q Business and authenticate with Amazon Cognito to interact with backend systems
In this post, we demonstrate how to build a custom plugin with Amazon Q Business for backend integration. This plugin can integrate existing systems, including third-party systems, with little to…
Elevate marketing intelligence with Amazon Bedrock and LLMs for content creation, sentiment analysis, and campaign performance evaluation
In the media and entertainment industry, understanding and predicting the effectiveness of marketing campaigns is crucial for success. Marketing campaigns are the driving force behind successful businesses, playing a pivotal…
Customize Amazon Nova models to improve tool usage
In this post, we demonstrate model customization (fine-tuning) for tool use with Amazon Nova. We first introduce a tool usage use case, and gave details about the dataset. We walk…
Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale
In this post, the AWS and Cisco teams unveil a new methodical approach that addresses the challenges of enterprise-grade SQL generation. The teams were able to reduce the complexity of…
Building an AIOps chatbot with Amazon Q Business custom plugins
In this post, we demonstrate how you can use custom plugins for Amazon Q Business to build a chatbot that can interact with multiple APIs using natural language prompts. We…
Implement human-in-the-loop confirmation with Amazon Bedrock Agents
In this post, we focus specifically on enabling end-users to approve actions and provide feedback using built-in Amazon Bedrock Agents features, specifically HITL patterns for providing safe and effective agent…
Prompting for the best price-performance
In this blog, we discuss how to optimize prompting in Amazon Nova for the best price-performance.
Integrating custom dependencies in Amazon SageMaker Canvas workflows
When implementing machine learning workflows in Amazon SageMaker Canvas, organizations might need to consider external dependencies required for their specific use cases. Although SageMaker Canvas provides powerful no-code and low-code…
Build a generative AI enabled virtual IT troubleshooting assistant using Amazon Q Business
Discover how to build a GenAI powered virtual IT troubleshooting assistant using Amazon Q Business. This innovative solution integrates with popular ITSM tools like ServiceNow, Atlassian Jira, and Confluence to…